Overview

Dataset statistics

Number of variables21
Number of observations1041
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory743.6 KiB
Average record size in memory731.5 B

Variable types

NUM11
CAT6
BOOL2
URL2

Reproduction

Analysis started2020-08-16 15:36:20.838081
Analysis finished2020-08-16 15:37:10.726837
Duration49.89 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

type has constant value "audio_features" Constant
target has constant value "0" Constant
song_name has a high cardinality: 980 distinct values High cardinality
artist has a high cardinality: 651 distinct values High cardinality
song_name is uniformly distributed Uniform
id has unique values Unique
uri has unique values Unique
track_href has unique values Unique
analysis_url has unique values Unique
key has 117 (11.2%) zeros Zeros
instrumentalness has 331 (31.8%) zeros Zeros

Variables

danceability
Real number (ℝ≥0)

Distinct count510
Unique (%)49.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.57559558117195
Minimum0.104
Maximum0.956
Zeros0
Zeros (%)0.0%
Memory size8.3 KiB

Quantile statistics

Minimum0.104
5-th percentile0.294
Q10.477
median0.583
Q30.679
95-th percentile0.834
Maximum0.956
Range0.852
Interquartile range (IQR)0.202

Descriptive statistics

Standard deviation0.1560747501
Coefficient of variation (CV)0.2711534891
Kurtosis-0.2201790642
Mean0.5755955812
Median Absolute Deviation (MAD)0.101
Skewness-0.1986931677
Sum599.195
Variance0.02435932763
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.61490.9%
 
0.65480.8%
 
0.59670.7%
 
0.45770.7%
 
0.63360.6%
 
0.50260.6%
 
0.55660.6%
 
0.6360.6%
 
0.68460.6%
 
0.48660.6%
 
0.66660.6%
 
0.61150.5%
 
0.42350.5%
 
0.56850.5%
 
0.5850.5%
 
0.52950.5%
 
0.5550.5%
 
0.76850.5%
 
0.650.5%
 
0.60450.5%
 
0.54450.5%
 
0.55350.5%
 
0.53250.5%
 
0.59140.4%
 
0.44540.4%
 
Other values (485)90086.5%
 
ValueCountFrequency (%) 
0.10410.1%
 
0.13310.1%
 
0.1510.1%
 
0.16610.1%
 
0.19110.1%
 
0.19510.1%
 
0.19710.1%
 
0.210.1%
 
0.20210.1%
 
0.20910.1%
 
ValueCountFrequency (%) 
0.95610.1%
 
0.9510.1%
 
0.93410.1%
 
0.93310.1%
 
0.92630.3%
 
0.92110.1%
 
0.9210.1%
 
0.91410.1%
 
0.91210.1%
 
0.90610.1%
 

energy
Real number (ℝ≥0)

Distinct count490
Unique (%)47.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7404639769452448
Minimum0.0596
Maximum0.998
Zeros0
Zeros (%)0.0%
Memory size8.3 KiB

Quantile statistics

Minimum0.0596
5-th percentile0.415
Q10.635
median0.764
Q30.884
95-th percentile0.963
Maximum0.998
Range0.9384
Interquartile range (IQR)0.249

Descriptive statistics

Standard deviation0.175281805
Coefficient of variation (CV)0.2367188823
Kurtosis0.3118625591
Mean0.7404639769
Median Absolute Deviation (MAD)0.124
Skewness-0.8057180343
Sum770.823
Variance0.03072371117
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.95470.7%
 
0.7560.6%
 
0.91260.6%
 
0.73560.6%
 
0.80260.6%
 
0.88960.6%
 
0.9260.6%
 
0.7660.6%
 
0.87260.6%
 
0.86260.6%
 
0.86460.6%
 
0.90360.6%
 
0.85950.5%
 
0.87350.5%
 
0.97450.5%
 
0.92450.5%
 
0.88450.5%
 
0.72950.5%
 
0.72650.5%
 
0.80450.5%
 
0.90850.5%
 
0.82450.5%
 
0.89350.5%
 
0.92850.5%
 
0.90950.5%
 
Other values (465)90386.7%
 
ValueCountFrequency (%) 
0.059610.1%
 
0.078410.1%
 
0.14510.1%
 
0.17210.1%
 
0.17310.1%
 
0.1810.1%
 
0.22210.1%
 
0.22520.2%
 
0.25410.1%
 
0.26110.1%
 
ValueCountFrequency (%) 
0.99810.1%
 
0.99630.3%
 
0.99530.3%
 
0.99410.1%
 
0.99310.1%
 
0.99210.1%
 
0.9920.2%
 
0.98910.1%
 
0.98830.3%
 
0.98720.2%
 

key
Real number (ℝ≥0)

ZEROS

Distinct count12
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.228626320845341
Minimum0
Maximum11
Zeros117
Zeros (%)11.2%
Memory size8.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q12
median5
Q38
95-th percentile11
Maximum11
Range11
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.556357652
Coefficient of variation (CV)0.6801705521
Kurtosis-1.27350934
Mean5.228626321
Median Absolute Deviation (MAD)3
Skewness0.02235626121
Sum5443
Variance12.64767975
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
011711.2%
 
111310.9%
 
711010.6%
 
210510.1%
 
9928.8%
 
11868.3%
 
5868.3%
 
6848.1%
 
8817.8%
 
4737.0%
 
10605.8%
 
3343.3%
 
ValueCountFrequency (%) 
011711.2%
 
111310.9%
 
210510.1%
 
3343.3%
 
4737.0%
 
5868.3%
 
6848.1%
 
711010.6%
 
8817.8%
 
9928.8%
 
ValueCountFrequency (%) 
11868.3%
 
10605.8%
 
9928.8%
 
8817.8%
 
711010.6%
 
6848.1%
 
5868.3%
 
4737.0%
 
3343.3%
 
210510.1%
 

loudness
Real number (ℝ)

Distinct count952
Unique (%)91.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-6.37492507204611
Minimum-19.846
Maximum-0.1
Zeros0
Zeros (%)0.0%
Memory size8.3 KiB

Quantile statistics

Minimum-19.846
5-th percentile-11.548
Q1-7.863
median-5.81
Q3-4.51
95-th percentile-2.86
Maximum-0.1
Range19.746
Interquartile range (IQR)3.353

Descriptive statistics

Standard deviation2.718376903
Coefficient of variation (CV)-0.4264170751
Kurtosis1.476100754
Mean-6.374925072
Median Absolute Deviation (MAD)1.62
Skewness-1.001982606
Sum-6636.297
Variance7.389572989
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-4.66330.3%
 
-5.37330.3%
 
-5.05330.3%
 
-5.52630.3%
 
-3.17330.3%
 
-5.53130.3%
 
-6.24930.3%
 
-4.62630.3%
 
-3.05120.2%
 
-3.7120.2%
 
-7.76420.2%
 
-6.65520.2%
 
-5.58220.2%
 
-4.55620.2%
 
-7.05520.2%
 
-4.5120.2%
 
-4.58920.2%
 
-5.11920.2%
 
-6.74720.2%
 
-5.41420.2%
 
-1.60720.2%
 
-3.36420.2%
 
-5.44920.2%
 
-10.81420.2%
 
-12.92320.2%
 
Other values (927)98394.4%
 
ValueCountFrequency (%) 
-19.84610.1%
 
-18.51510.1%
 
-18.37510.1%
 
-17.1810.1%
 
-16.45710.1%
 
-15.64810.1%
 
-14.50510.1%
 
-14.45410.1%
 
-14.20110.1%
 
-14.18510.1%
 
ValueCountFrequency (%) 
-0.110.1%
 
-0.52910.1%
 
-0.94510.1%
 
-1.1910.1%
 
-1.46110.1%
 
-1.60720.2%
 
-1.63510.1%
 
-1.98610.1%
 
-2.04210.1%
 
-2.120.2%
 

mode
Boolean

Distinct count2
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
1
694
0
347
ValueCountFrequency (%) 
169466.7%
 
034733.3%
 

speechiness
Real number (ℝ≥0)

Distinct count594
Unique (%)57.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.07866215177713738
Minimum0.0238
Maximum0.497
Zeros0
Zeros (%)0.0%
Memory size8.3 KiB

Quantile statistics

Minimum0.0238
5-th percentile0.0281
Q10.0369
median0.0516
Q30.0853
95-th percentile0.253
Maximum0.497
Range0.4732
Interquartile range (IQR)0.0484

Descriptive statistics

Standard deviation0.07297990522
Coefficient of variation (CV)0.9277639064
Kurtosis7.704597976
Mean0.07866215178
Median Absolute Deviation (MAD)0.0178
Skewness2.653802092
Sum81.8873
Variance0.005326066566
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.10380.8%
 
0.032480.8%
 
0.036370.7%
 
0.027760.6%
 
0.043760.6%
 
0.035350.5%
 
0.03650.5%
 
0.027650.5%
 
0.032650.5%
 
0.042550.5%
 
0.039150.5%
 
0.037850.5%
 
0.039650.5%
 
0.034750.5%
 
0.11550.5%
 
0.051740.4%
 
0.029540.4%
 
0.036840.4%
 
0.14540.4%
 
0.060440.4%
 
0.035640.4%
 
0.046140.4%
 
0.04740.4%
 
0.033440.4%
 
0.033840.4%
 
Other values (569)91688.0%
 
ValueCountFrequency (%) 
0.023810.1%
 
0.024320.2%
 
0.024420.2%
 
0.024610.1%
 
0.024810.1%
 
0.025210.1%
 
0.025310.1%
 
0.025510.1%
 
0.025910.1%
 
0.02630.3%
 
ValueCountFrequency (%) 
0.49710.1%
 
0.48510.1%
 
0.46310.1%
 
0.42810.1%
 
0.42510.1%
 
0.41810.1%
 
0.41610.1%
 
0.40510.1%
 
0.39910.1%
 
0.39320.2%
 

acousticness
Real number (ℝ≥0)

Distinct count839
Unique (%)80.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.13083852063400575
Minimum1.84e-06
Maximum0.977
Zeros0
Zeros (%)0.0%
Memory size8.3 KiB

Quantile statistics

Minimum1.84e-06
5-th percentile6.97e-05
Q10.00461
median0.0362
Q30.174
95-th percentile0.603
Maximum0.977
Range0.97699816
Interquartile range (IQR)0.16939

Descriptive statistics

Standard deviation0.2001362788
Coefficient of variation (CV)1.529643394
Kurtosis3.936427226
Mean0.1308385206
Median Absolute Deviation (MAD)0.035541
Skewness2.065095992
Sum136.2029
Variance0.0400545301
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.028540.4%
 
0.024940.4%
 
0.015940.4%
 
0.24140.4%
 
0.15440.4%
 
0.026230.3%
 
0.020830.3%
 
0.1330.3%
 
0.13230.3%
 
0.21730.3%
 
0.28730.3%
 
0.01330.3%
 
0.15730.3%
 
0.36530.3%
 
0.23430.3%
 
0.60330.3%
 
0.31930.3%
 
5.63e-0530.3%
 
0.058630.3%
 
0.22230.3%
 
0.1930.3%
 
0.19130.3%
 
0.019330.3%
 
0.17130.3%
 
1.62e-0530.3%
 
Other values (814)96192.3%
 
ValueCountFrequency (%) 
1.84e-0610.1%
 
2.61e-0610.1%
 
4e-0610.1%
 
5.48e-0610.1%
 
5.91e-0610.1%
 
6.25e-0610.1%
 
6.94e-0610.1%
 
8.12e-0610.1%
 
8.58e-0610.1%
 
9.11e-0610.1%
 
ValueCountFrequency (%) 
0.97710.1%
 
0.96610.1%
 
0.94510.1%
 
0.94110.1%
 
0.93210.1%
 
0.92210.1%
 
0.9110.1%
 
0.90710.1%
 
0.90520.2%
 
0.90210.1%
 

instrumentalness
Real number (ℝ≥0)

ZEROS

Distinct count654
Unique (%)62.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.05844932517771373
Minimum0.0
Maximum0.944
Zeros331
Zeros (%)31.8%
Memory size8.3 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median5.09e-05
Q30.00536
95-th percentile0.507
Maximum0.944
Range0.944
Interquartile range (IQR)0.00536

Descriptive statistics

Standard deviation0.1759562896
Coefficient of variation (CV)3.010407546
Kurtosis11.72476546
Mean0.05844932518
Median Absolute Deviation (MAD)5.09e-05
Skewness3.523876538
Sum60.84574751
Variance0.03096061584
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
033131.8%
 
0.0002130.3%
 
4.75e-0530.3%
 
0.0028720.2%
 
0.00017320.2%
 
2.65e-0520.2%
 
1.7e-0520.2%
 
2.1e-0620.2%
 
0.75920.2%
 
0.0023320.2%
 
0.0010420.2%
 
0.12420.2%
 
0.0071420.2%
 
1.2e-0520.2%
 
0.00016720.2%
 
0.00017820.2%
 
0.0024820.2%
 
0.58120.2%
 
1.66e-0620.2%
 
0.0013920.2%
 
0.14920.2%
 
0.012320.2%
 
0.0037220.2%
 
0.18520.2%
 
0.54620.2%
 
Other values (629)66063.4%
 
ValueCountFrequency (%) 
033131.8%
 
1.02e-0610.1%
 
1.04e-0610.1%
 
1.07e-0610.1%
 
1.08e-0610.1%
 
1.13e-0610.1%
 
1.15e-0620.2%
 
1.16e-0610.1%
 
1.2e-0620.2%
 
1.21e-0610.1%
 
ValueCountFrequency (%) 
0.94410.1%
 
0.93810.1%
 
0.92810.1%
 
0.91110.1%
 
0.90810.1%
 
0.89910.1%
 
0.88710.1%
 
0.88410.1%
 
0.8820.2%
 
0.87810.1%
 

liveness
Real number (ℝ≥0)

Distinct count559
Unique (%)53.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.18901027857829011
Minimum0.021
Maximum0.966
Zeros0
Zeros (%)0.0%
Memory size8.3 KiB

Quantile statistics

Minimum0.021
5-th percentile0.0543
Q10.0924
median0.13
Q30.249
95-th percentile0.474
Maximum0.966
Range0.945
Interquartile range (IQR)0.1566

Descriptive statistics

Standard deviation0.1448172023
Coefficient of variation (CV)0.7661869155
Kurtosis4.130954545
Mean0.1890102786
Median Absolute Deviation (MAD)0.053
Skewness1.846615855
Sum196.7597
Variance0.0209720221
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.11131.2%
 
0.106131.2%
 
0.102121.2%
 
0.132111.1%
 
0.117101.0%
 
0.10490.9%
 
0.190.9%
 
0.10590.9%
 
0.13180.8%
 
0.11380.8%
 
0.10180.8%
 
0.11580.8%
 
0.10980.8%
 
0.10770.7%
 
0.12670.7%
 
0.12870.7%
 
0.11270.7%
 
0.11170.7%
 
0.1370.7%
 
0.20570.7%
 
0.15960.6%
 
0.11460.6%
 
0.33460.6%
 
0.15360.6%
 
0.14660.6%
 
Other values (534)83680.3%
 
ValueCountFrequency (%) 
0.02110.1%
 
0.023410.1%
 
0.026310.1%
 
0.02810.1%
 
0.031410.1%
 
0.031710.1%
 
0.031810.1%
 
0.032910.1%
 
0.034310.1%
 
0.034410.1%
 
ValueCountFrequency (%) 
0.96610.1%
 
0.95410.1%
 
0.91410.1%
 
0.86810.1%
 
0.82410.1%
 
0.77310.1%
 
0.73510.1%
 
0.70410.1%
 
0.70210.1%
 
0.70110.1%
 

valence
Real number (ℝ≥0)

Distinct count618
Unique (%)59.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5059902017291067
Minimum0.0227
Maximum0.967
Zeros0
Zeros (%)0.0%
Memory size8.3 KiB

Quantile statistics

Minimum0.0227
5-th percentile0.124
Q10.337
median0.501
Q30.692
95-th percentile0.894
Maximum0.967
Range0.9443
Interquartile range (IQR)0.355

Descriptive statistics

Standard deviation0.2351599587
Coefficient of variation (CV)0.4647520008
Kurtosis-0.8994153676
Mean0.5059902017
Median Absolute Deviation (MAD)0.179
Skewness0.004027770704
Sum526.7358
Variance0.05530020615
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.50560.6%
 
0.51250.5%
 
0.42750.5%
 
0.71450.5%
 
0.28650.5%
 
0.42250.5%
 
0.60750.5%
 
0.24350.5%
 
0.38950.5%
 
0.66450.5%
 
0.92240.4%
 
0.3740.4%
 
0.22540.4%
 
0.62240.4%
 
0.34740.4%
 
0.62540.4%
 
0.58540.4%
 
0.52440.4%
 
0.53740.4%
 
0.2140.4%
 
0.49140.4%
 
0.34540.4%
 
0.34440.4%
 
0.58340.4%
 
0.69640.4%
 
Other values (593)93089.3%
 
ValueCountFrequency (%) 
0.022710.1%
 
0.036320.2%
 
0.037410.1%
 
0.037510.1%
 
0.037910.1%
 
0.039110.1%
 
0.039410.1%
 
0.041310.1%
 
0.053410.1%
 
0.055610.1%
 
ValueCountFrequency (%) 
0.96710.1%
 
0.96610.1%
 
0.96510.1%
 
0.96210.1%
 
0.96110.1%
 
0.95910.1%
 
0.95410.1%
 
0.95310.1%
 
0.95210.1%
 
0.95110.1%
 

tempo
Real number (ℝ≥0)

Distinct count1017
Unique (%)97.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean125.50696253602308
Minimum59.406
Maximum207.127
Zeros0
Zeros (%)0.0%
Memory size8.3 KiB

Quantile statistics

Minimum59.406
5-th percentile83.972
Q1103.041
median124.015
Q3144.079
95-th percentile175.834
Maximum207.127
Range147.721
Interquartile range (IQR)41.038

Descriptive statistics

Standard deviation28.36131964
Coefficient of variation (CV)0.225974074
Kurtosis-0.428484168
Mean125.5069625
Median Absolute Deviation (MAD)20.332
Skewness0.3712617217
Sum130652.748
Variance804.3644515
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
116.76120.2%
 
112.66320.2%
 
105.00920.2%
 
140.0620.2%
 
78.99820.2%
 
123.99120.2%
 
130.00320.2%
 
127.39720.2%
 
94.02320.2%
 
121.0720.2%
 
129.99420.2%
 
140.00220.2%
 
108.00320.2%
 
119.96420.2%
 
136.5920.2%
 
141.89320.2%
 
149.18620.2%
 
150.00520.2%
 
99.96120.2%
 
100.00120.2%
 
119.99920.2%
 
83.29320.2%
 
129.99620.2%
 
130.93120.2%
 
98.69110.1%
 
Other values (992)99295.3%
 
ValueCountFrequency (%) 
59.40610.1%
 
63.97810.1%
 
70.02310.1%
 
71.51510.1%
 
72.41610.1%
 
72.79510.1%
 
74.61110.1%
 
74.80710.1%
 
74.98910.1%
 
75.03110.1%
 
ValueCountFrequency (%) 
207.12710.1%
 
206.6810.1%
 
205.84610.1%
 
204.82410.1%
 
201.86810.1%
 
199.88810.1%
 
199.85310.1%
 
199.62610.1%
 
199.07310.1%
 
197.70810.1%
 

type
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
audio_features
1041
ValueCountFrequency (%) 
audio_features1041100.0%
 

Length

Max length14
Median length14
Mean length14
Min length14

Overview of Unicode Properties

Unique unicode characters11
Unique unicode categories (?)2
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a208214.3%
 
u208214.3%
 
e208214.3%
 
d10417.1%
 
i10417.1%
 
o10417.1%
 
_10417.1%
 
f10417.1%
 
t10417.1%
 
r10417.1%
 
s10417.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter1353392.9%
 
Connector Punctuation10417.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a208215.4%
 
u208215.4%
 
e208215.4%
 
d10417.7%
 
i10417.7%
 
o10417.7%
 
f10417.7%
 
t10417.7%
 
r10417.7%
 
s10417.7%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_1041100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin1353392.9%
 
Common10417.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a208215.4%
 
u208215.4%
 
e208215.4%
 
d10417.7%
 
i10417.7%
 
o10417.7%
 
f10417.7%
 
t10417.7%
 
r10417.7%
 
s10417.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
_1041100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII14574100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a208214.3%
 
u208214.3%
 
e208214.3%
 
d10417.1%
 
i10417.1%
 
o10417.1%
 
_10417.1%
 
f10417.1%
 
t10417.1%
 
r10417.1%
 
s10417.1%
 

id
Categorical

UNIQUE

Distinct count1041
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
40Ac876GkIU0CFljvimDpu
 
1
3RkS5epxKd1SFlDdLuKJMJ
 
1
5b88tNINg4Q4nrRbrCXUmg
 
1
1HNywa8Bk0TmzRwQrzhtPo
 
1
1i1fxkWeaMmKEB4T7zqbzK
 
1
Other values (1036)
1036
ValueCountFrequency (%) 
40Ac876GkIU0CFljvimDpu10.1%
 
3RkS5epxKd1SFlDdLuKJMJ10.1%
 
5b88tNINg4Q4nrRbrCXUmg10.1%
 
1HNywa8Bk0TmzRwQrzhtPo10.1%
 
1i1fxkWeaMmKEB4T7zqbzK10.1%
 
6nTiIhLmQ3FWhvrGafw2zj10.1%
 
5kr3j5Clb9rjEposoMyLVt10.1%
 
680V5vxHWn2D11Yws0e12V10.1%
 
75uBEbCMX1PUImc5aLGahI10.1%
 
4EeeukISTDpnf0bMPinnUu10.1%
 
0832Tptls5YicHPGgw7ssP10.1%
 
7wBThXx7BGZHJJ3aN3OPvv10.1%
 
7fKknB0a4fKXCaYl7PHpUO10.1%
 
0AZtEGJR2MNcBOl8BoVPqT10.1%
 
15JINEqzVMv3SvJTAXAKED10.1%
 
5tYqrn7cItYhDGDLHt8XuH10.1%
 
1dJuteDIOkGfDSN7zPkzNv10.1%
 
4f3RDq9nYPBeR1yMSgnmBm10.1%
 
6ToM0uwxtPKo9CMpbPGYvM10.1%
 
3QD5yFreuFoLkjimBlZS0910.1%
 
1QixTwDZCcfBzA7QMyont010.1%
 
6LhUsJiXAuxoalUz01evh010.1%
 
3jagGO7eHHuaD53ibehkux10.1%
 
6RRNNciQGZEXnqk8SQ9yv510.1%
 
4pGqFOfzvfe6avb9kbZicC10.1%
 
Other values (1016)101697.6%
 

Length

Max length22
Median length22
Mean length22
Min length22

Overview of Unicode Properties

Unique unicode characters62
Unique unicode categories (?)3
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
55152.2%
 
05132.2%
 
24812.1%
 
44772.1%
 
64522.0%
 
34482.0%
 
74451.9%
 
14441.9%
 
K3991.7%
 
k3911.7%
 
x3881.7%
 
I3871.7%
 
N3841.7%
 
f3771.6%
 
U3761.6%
 
a3731.6%
 
Z3731.6%
 
Q3701.6%
 
o3691.6%
 
L3681.6%
 
O3671.6%
 
93671.6%
 
G3671.6%
 
C3661.6%
 
F3641.6%
 
Other values (37)1274155.6%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter924140.4%
 
Lowercase Letter918740.1%
 
Decimal Number447419.5%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
551511.5%
 
051311.5%
 
248110.8%
 
447710.7%
 
645210.1%
 
344810.0%
 
74459.9%
 
14449.9%
 
93678.2%
 
83327.4%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
K3994.3%
 
I3874.2%
 
N3844.2%
 
U3764.1%
 
Z3734.0%
 
Q3704.0%
 
L3684.0%
 
O3674.0%
 
G3674.0%
 
C3664.0%
 
F3643.9%
 
Y3563.9%
 
D3553.8%
 
H3543.8%
 
M3543.8%
 
J3493.8%
 
V3483.8%
 
W3463.7%
 
R3433.7%
 
T3393.7%
 
E3373.6%
 
X3373.6%
 
S3333.6%
 
A3313.6%
 
P3263.5%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
k3914.3%
 
x3884.2%
 
f3774.1%
 
a3734.1%
 
o3694.0%
 
m3623.9%
 
l3603.9%
 
i3603.9%
 
h3593.9%
 
z3593.9%
 
j3583.9%
 
v3563.9%
 
b3523.8%
 
q3513.8%
 
y3513.8%
 
u3493.8%
 
e3493.8%
 
s3463.8%
 
p3433.7%
 
n3393.7%
 
w3363.7%
 
c3363.7%
 
r3353.6%
 
g3303.6%
 
t3303.6%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin1842880.5%
 
Common447419.5%
 

Most frequent Common characters

ValueCountFrequency (%) 
551511.5%
 
051311.5%
 
248110.8%
 
447710.7%
 
645210.1%
 
344810.0%
 
74459.9%
 
14449.9%
 
93678.2%
 
83327.4%
 

Most frequent Latin characters

ValueCountFrequency (%) 
K3992.2%
 
k3912.1%
 
x3882.1%
 
I3872.1%
 
N3842.1%
 
f3772.0%
 
U3762.0%
 
a3732.0%
 
Z3732.0%
 
Q3702.0%
 
o3692.0%
 
L3682.0%
 
O3672.0%
 
G3672.0%
 
C3662.0%
 
F3642.0%
 
m3622.0%
 
l3602.0%
 
i3602.0%
 
h3591.9%
 
z3591.9%
 
j3581.9%
 
Y3561.9%
 
v3561.9%
 
D3551.9%
 
Other values (27)918449.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII22902100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
55152.2%
 
05132.2%
 
24812.1%
 
44772.1%
 
64522.0%
 
34482.0%
 
74451.9%
 
14441.9%
 
K3991.7%
 
k3911.7%
 
x3881.7%
 
I3871.7%
 
N3841.7%
 
f3771.6%
 
U3761.6%
 
a3731.6%
 
Z3731.6%
 
Q3701.6%
 
o3691.6%
 
L3681.6%
 
O3671.6%
 
93671.6%
 
G3671.6%
 
C3661.6%
 
F3641.6%
 
Other values (37)1274155.6%
 

uri
Categorical

UNIQUE

Distinct count1041
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
spotify:track:6QfnvcOKsdN4Q6exUWVuzn
 
1
spotify:track:67RMPpHGOY3NhUTaaRltrP
 
1
spotify:track:43DeSV93pJPT4lCZaWZ6b1
 
1
spotify:track:4QdX6pmNnJ5cleufWQIr5D
 
1
spotify:track:3XyU03WycJQ02kExHb9dqW
 
1
Other values (1036)
1036
ValueCountFrequency (%) 
spotify:track:6QfnvcOKsdN4Q6exUWVuzn10.1%
 
spotify:track:67RMPpHGOY3NhUTaaRltrP10.1%
 
spotify:track:43DeSV93pJPT4lCZaWZ6b110.1%
 
spotify:track:4QdX6pmNnJ5cleufWQIr5D10.1%
 
spotify:track:3XyU03WycJQ02kExHb9dqW10.1%
 
spotify:track:4iCGSi1RonREsPtfEKYj5b10.1%
 
spotify:track:0ePV5nJT0v9wFHjKvt9fNV10.1%
 
spotify:track:1tqT6DhmsrtQgyCKUwotiw10.1%
 
spotify:track:66lOpKgTyFjOrac4S1s94g10.1%
 
spotify:track:01R0Xdwje645C6xFCnMRvm10.1%
 
spotify:track:2V8KvnD5LVeeDChMWEkSzC10.1%
 
spotify:track:1GJoq42uIcnDEtDkpJmUHz10.1%
 
spotify:track:4RvWPyQ5RL0ao9LPZeSouE10.1%
 
spotify:track:7oVEtyuv9NBmnytsCIsY5I10.1%
 
spotify:track:6RtPijgfPKROxEzTHNRiDp10.1%
 
spotify:track:45hOioMDJktr86iKDHC8gr10.1%
 
spotify:track:1mea3bSkSGXuIRvnydlB5b10.1%
 
spotify:track:0hUGbuUqwqQmidOjxpERRR10.1%
 
spotify:track:0cJPLFrlV7TTCyPLupHzcH10.1%
 
spotify:track:4RvprQhj7Ov1SFQ3HfO7FH10.1%
 
spotify:track:3oEgMtjTzGgXTFdO0IW2M710.1%
 
spotify:track:7IxVWmdabNVhfLBV3JD0nJ10.1%
 
spotify:track:5H5vK2EzkPoCsoYTXbkU9010.1%
 
spotify:track:5IMtdHjJ1OtkxbGe4zfUxQ10.1%
 
spotify:track:5k0cYQMQ8YKxJVp34DN49L10.1%
 
Other values (1016)101697.6%
 

Length

Max length36
Median length36
Mean length36
Min length36

Overview of Unicode Properties

Unique unicode characters63
Unique unicode categories (?)4
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
t24126.4%
 
:20825.6%
 
k14323.8%
 
f14183.8%
 
a14143.8%
 
o14103.8%
 
i14013.7%
 
y13923.7%
 
s13873.7%
 
p13843.7%
 
c13773.7%
 
r13763.7%
 
55151.4%
 
05131.4%
 
24811.3%
 
44771.3%
 
64521.2%
 
34481.2%
 
74451.2%
 
14441.2%
 
K3991.1%
 
x3881.0%
 
I3871.0%
 
N3841.0%
 
U3761.0%
 
Other values (38)1328235.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter2167957.8%
 
Uppercase Letter924124.7%
 
Decimal Number447411.9%
 
Other Punctuation20825.6%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
t241211.1%
 
k14326.6%
 
f14186.5%
 
a14146.5%
 
o14106.5%
 
i14016.5%
 
y13926.4%
 
s13876.4%
 
p13846.4%
 
c13776.4%
 
r13766.3%
 
x3881.8%
 
m3621.7%
 
l3601.7%
 
h3591.7%
 
z3591.7%
 
j3581.7%
 
v3561.6%
 
b3521.6%
 
q3511.6%
 
u3491.6%
 
e3491.6%
 
n3391.6%
 
w3361.5%
 
g3301.5%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
:2082100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
551511.5%
 
051311.5%
 
248110.8%
 
447710.7%
 
645210.1%
 
344810.0%
 
74459.9%
 
14449.9%
 
93678.2%
 
83327.4%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
K3994.3%
 
I3874.2%
 
N3844.2%
 
U3764.1%
 
Z3734.0%
 
Q3704.0%
 
L3684.0%
 
O3674.0%
 
G3674.0%
 
C3664.0%
 
F3643.9%
 
Y3563.9%
 
D3553.8%
 
H3543.8%
 
M3543.8%
 
J3493.8%
 
V3483.8%
 
W3463.7%
 
R3433.7%
 
T3393.7%
 
E3373.6%
 
X3373.6%
 
S3333.6%
 
A3313.6%
 
P3263.5%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin3092082.5%
 
Common655617.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
t24127.8%
 
k14324.6%
 
f14184.6%
 
a14144.6%
 
o14104.6%
 
i14014.5%
 
y13924.5%
 
s13874.5%
 
p13844.5%
 
c13774.5%
 
r13764.5%
 
K3991.3%
 
x3881.3%
 
I3871.3%
 
N3841.2%
 
U3761.2%
 
Z3731.2%
 
Q3701.2%
 
L3681.2%
 
O3671.2%
 
G3671.2%
 
C3661.2%
 
F3641.2%
 
m3621.2%
 
l3601.2%
 
Other values (27)928630.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
:208231.8%
 
55157.9%
 
05137.8%
 
24817.3%
 
44777.3%
 
64526.9%
 
34486.8%
 
74456.8%
 
14446.8%
 
93675.6%
 
83325.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII37476100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
t24126.4%
 
:20825.6%
 
k14323.8%
 
f14183.8%
 
a14143.8%
 
o14103.8%
 
i14013.7%
 
y13923.7%
 
s13873.7%
 
p13843.7%
 
c13773.7%
 
r13763.7%
 
55151.4%
 
05131.4%
 
24811.3%
 
44771.3%
 
64521.2%
 
34481.2%
 
74451.2%
 
14441.2%
 
K3991.1%
 
x3881.0%
 
I3871.0%
 
N3841.0%
 
U3761.0%
 
Other values (38)1328235.4%
 

track_href
URL

UNIQUE

Distinct count1041
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
https://api.spotify.com/v1/tracks/1PuLHwFZoh5qYK89I5YBdZ
 
1
https://api.spotify.com/v1/tracks/2nqUXWqbVw9hUS8YYtAAR1
 
1
https://api.spotify.com/v1/tracks/76BYv24CcZt2u94JRjmATX
 
1
https://api.spotify.com/v1/tracks/2fdfsGuqb6SBX5ocoBWHUd
 
1
https://api.spotify.com/v1/tracks/74DyofalCo4fUof8SmuIkB
 
1
Other values (1036)
1036
ValueCountFrequency (%) 
https://api.spotify.com/v1/tracks/1PuLHwFZoh5qYK89I5YBdZ10.1%
 
https://api.spotify.com/v1/tracks/2nqUXWqbVw9hUS8YYtAAR110.1%
 
https://api.spotify.com/v1/tracks/76BYv24CcZt2u94JRjmATX10.1%
 
https://api.spotify.com/v1/tracks/2fdfsGuqb6SBX5ocoBWHUd10.1%
 
https://api.spotify.com/v1/tracks/74DyofalCo4fUof8SmuIkB10.1%
 
https://api.spotify.com/v1/tracks/6WaYiQUPel70HUaCZj5eND10.1%
 
https://api.spotify.com/v1/tracks/32OlwWuMpZ6b0aN2RZOeMS10.1%
 
https://api.spotify.com/v1/tracks/4Q4w8aRdfhIIEhBututktL10.1%
 
https://api.spotify.com/v1/tracks/7dR4x3fPU3y6BnA5zpfLJB10.1%
 
https://api.spotify.com/v1/tracks/6ukMqDxnOPOgoHdak7Kyp310.1%
 
https://api.spotify.com/v1/tracks/4KoNBTm9a55KgLMtEaf3n610.1%
 
https://api.spotify.com/v1/tracks/4HBZA5flZLE435QTztThqH10.1%
 
https://api.spotify.com/v1/tracks/6wgR7Sli2Q9lVhkihWGdjG10.1%
 
https://api.spotify.com/v1/tracks/02GjIfCpwttPAikjm5Hwcb10.1%
 
https://api.spotify.com/v1/tracks/4P5KoWXOxwuobLmHXLMobV10.1%
 
https://api.spotify.com/v1/tracks/1ecIqo8pOc8S6y3l80iGxd10.1%
 
https://api.spotify.com/v1/tracks/4TIJ7zSBNejpoIPaWpWRKc10.1%
 
https://api.spotify.com/v1/tracks/27sTzAelgljD6Uxp88BqA310.1%
 
https://api.spotify.com/v1/tracks/0grFc6klR3hxoHLcgCYsF410.1%
 
https://api.spotify.com/v1/tracks/01iaXaqUjZVsdLp2yF3OQ910.1%
 
https://api.spotify.com/v1/tracks/6ToM0uwxtPKo9CMpbPGYvM10.1%
 
https://api.spotify.com/v1/tracks/1kDWbI0qgA2a11idtF2xNx10.1%
 
https://api.spotify.com/v1/tracks/4WpCUxvZhpWQynzvIAXmtR10.1%
 
https://api.spotify.com/v1/tracks/1UWGkn34CD31VQfdi4D8Zp10.1%
 
https://api.spotify.com/v1/tracks/0l3GEbH3CviUytD6iX4wzg10.1%
 
Other values (1016)101697.6%
 
ValueCountFrequency (%) 
https1041100.0%
 
ValueCountFrequency (%) 
api.spotify.com1041100.0%
 
ValueCountFrequency (%) 
/v1/tracks/5SAUIWdZ04OxYfJFDchC7S10.1%
 
/v1/tracks/0r2Bul2NuCViraT2zX1l5j10.1%
 
/v1/tracks/2TAQ9YGehOKWDqDak5DuXc10.1%
 
/v1/tracks/4N4LLHDJgfkQxrYP8Cn0I710.1%
 
/v1/tracks/2nVHqZbOGkKWzlcy1aMbE710.1%
 
/v1/tracks/1hKdDCpiI9mqz1jVHRKG0E10.1%
 
/v1/tracks/1UBQ5GK8JaQjm5VbkBZY6610.1%
 
/v1/tracks/2y4lAQpi5VTNLu2ldeTdUH10.1%
 
/v1/tracks/3fWUOlajQhOy4hRAfLTaOg10.1%
 
/v1/tracks/25MfbCcmczxrSo7mIybDTN10.1%
 
/v1/tracks/0BgbobvykXxEvxo2HhCuvM10.1%
 
/v1/tracks/5DhMBb7c0PNR45EAc4XXmj10.1%
 
/v1/tracks/3ZCTVFBt2Brf31RLEnCkWJ10.1%
 
/v1/tracks/3XVBdLihbNbxUwZosxcGuJ10.1%
 
/v1/tracks/5k0cYQMQ8YKxJVp34DN49L10.1%
 
/v1/tracks/2ZCCkqminNZiitXgbFArXM10.1%
 
/v1/tracks/6KOEK6SeCEZOQkLj5M1PxH10.1%
 
/v1/tracks/1klDPm7SfsS32hl7KHV9iy10.1%
 
/v1/tracks/32OlwWuMpZ6b0aN2RZOeMS10.1%
 
/v1/tracks/2EoOZnxNgtmZaD8uUmz2nD10.1%
 
/v1/tracks/4cS2HQ6jK80vqdY9ofpztx10.1%
 
/v1/tracks/3iWlbqAaoIR7H7gyO3a6rV10.1%
 
/v1/tracks/7ow8MlKmYzC9HSKqMWSX2S10.1%
 
/v1/tracks/34gCuhDGsG4bRPIf9bb02f10.1%
 
/v1/tracks/2mobr1UlKjhxDTOVqng3jw10.1%
 
Other values (1016)101697.6%
 
ValueCountFrequency (%) 
1041100.0%
 
ValueCountFrequency (%) 
1041100.0%
 

analysis_url
URL

UNIQUE

Distinct count1041
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
https://api.spotify.com/v1/audio-analysis/5PntSbMHC1ud6Vvl8x56qd
 
1
https://api.spotify.com/v1/audio-analysis/7kSLdGdXLey7pzLsWpdg1h
 
1
https://api.spotify.com/v1/audio-analysis/6pGJTJaExyKwwXBmcoyVlY
 
1
https://api.spotify.com/v1/audio-analysis/5LlsD7LdSMkGV4Iu0a2Zq0
 
1
https://api.spotify.com/v1/audio-analysis/5rmFTddY4UMU6v5ievs0Zw
 
1
Other values (1036)
1036
ValueCountFrequency (%) 
https://api.spotify.com/v1/audio-analysis/5PntSbMHC1ud6Vvl8x56qd10.1%
 
https://api.spotify.com/v1/audio-analysis/7kSLdGdXLey7pzLsWpdg1h10.1%
 
https://api.spotify.com/v1/audio-analysis/6pGJTJaExyKwwXBmcoyVlY10.1%
 
https://api.spotify.com/v1/audio-analysis/5LlsD7LdSMkGV4Iu0a2Zq010.1%
 
https://api.spotify.com/v1/audio-analysis/5rmFTddY4UMU6v5ievs0Zw10.1%
 
https://api.spotify.com/v1/audio-analysis/4Xx0J00u90QvnG3rwz4Itp10.1%
 
https://api.spotify.com/v1/audio-analysis/7LygtNjQ65PSdzVjUnHXQb10.1%
 
https://api.spotify.com/v1/audio-analysis/5Z3GHaZ6ec9bsiI5BenrbY10.1%
 
https://api.spotify.com/v1/audio-analysis/1q2fGEh9b7KaMPGFXlzVNu10.1%
 
https://api.spotify.com/v1/audio-analysis/5qxChyzKLEyoPJ5qGrdurN10.1%
 
https://api.spotify.com/v1/audio-analysis/39lSeqnyjZJejRuaREfyLL10.1%
 
https://api.spotify.com/v1/audio-analysis/1ip2IGDWMrUmlaepEbWlL810.1%
 
https://api.spotify.com/v1/audio-analysis/76BYv24CcZt2u94JRjmATX10.1%
 
https://api.spotify.com/v1/audio-analysis/6DRvu6LgU0wRF6Yr7WHRji10.1%
 
https://api.spotify.com/v1/audio-analysis/0hUGbuUqwqQmidOjxpERRR10.1%
 
https://api.spotify.com/v1/audio-analysis/4vUmTMuQqjdnvlZmAH61Qk10.1%
 
https://api.spotify.com/v1/audio-analysis/3XVBdLihbNbxUwZosxcGuJ10.1%
 
https://api.spotify.com/v1/audio-analysis/3bidbhpOYeV4knp8AIu8Xn10.1%
 
https://api.spotify.com/v1/audio-analysis/00KJWBnpipklwpQRAAPhHg10.1%
 
https://api.spotify.com/v1/audio-analysis/2OHPxIbWIqwVcKBitHz4Ag10.1%
 
https://api.spotify.com/v1/audio-analysis/1FZC8LWsYCoAfBjRHJgdII10.1%
 
https://api.spotify.com/v1/audio-analysis/4H3FpMCBuyUfYjyxeaCeC310.1%
 
https://api.spotify.com/v1/audio-analysis/75uBEbCMX1PUImc5aLGahI10.1%
 
https://api.spotify.com/v1/audio-analysis/4kiVGEOrzWmEUCxXU21rtN10.1%
 
https://api.spotify.com/v1/audio-analysis/5Rizj5FLb2AyNKu9esjYY610.1%
 
Other values (1016)101697.6%
 
ValueCountFrequency (%) 
https1041100.0%
 
ValueCountFrequency (%) 
api.spotify.com1041100.0%
 
ValueCountFrequency (%) 
/v1/audio-analysis/4wYYkZvSkkufowykDVMIbN10.1%
 
/v1/audio-analysis/7xl2ZaOnKAxJyrkIQe2S4310.1%
 
/v1/audio-analysis/7MapZTlRqFfUteNcghsTwf10.1%
 
/v1/audio-analysis/1bp2IO61zbQrbWNmKKxg3f10.1%
 
/v1/audio-analysis/0vVkuvsZVOC83mgZAtemK510.1%
 
/v1/audio-analysis/7LygtNjQ65PSdzVjUnHXQb10.1%
 
/v1/audio-analysis/0l9l90a1zB3wUObtwWbqHy10.1%
 
/v1/audio-analysis/39exKIvycQDgs4T6uXdyu010.1%
 
/v1/audio-analysis/2V1Y9Xw5fXt7v94xObfHFW10.1%
 
/v1/audio-analysis/2HXixVqzzm9rEUIMAWzshl10.1%
 
/v1/audio-analysis/2ihPxa1A0YoqnsXOnyfFX910.1%
 
/v1/audio-analysis/4tUYhIIjUoL1i41fqZaaBM10.1%
 
/v1/audio-analysis/2ccUQnjjNWT0rsNnsBpsCA10.1%
 
/v1/audio-analysis/1QZpzK0lKq1QI3iRBPFCs910.1%
 
/v1/audio-analysis/45Ia1U4KtIjAPPU7Wv1Sea10.1%
 
/v1/audio-analysis/04GKRudrMjdPdX10873SAM10.1%
 
/v1/audio-analysis/3kb72STxc2959ZqsTwu52i10.1%
 
/v1/audio-analysis/0jI2IdL3Bco0a3IPc7pHbY10.1%
 
/v1/audio-analysis/16kqEZBfhhK8XlQpauKej110.1%
 
/v1/audio-analysis/4sFbojhVXQv7dBC9PVCcRn10.1%
 
/v1/audio-analysis/0oqaxbfiYPZo3V1JtjyLtn10.1%
 
/v1/audio-analysis/2Z8WuEywRWYTKe1NybPQEW10.1%
 
/v1/audio-analysis/5eDJaMNW8uSayxhKBXhmUW10.1%
 
/v1/audio-analysis/70Z9t1qhytWtG4cCmmi7mU10.1%
 
/v1/audio-analysis/4YKAOXyqkKZ5gOZR0AmVMN10.1%
 
Other values (1016)101697.6%
 
ValueCountFrequency (%) 
1041100.0%
 
ValueCountFrequency (%) 
1041100.0%
 

duration_ms
Real number (ℝ≥0)

Distinct count994
Unique (%)95.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean234497.8655139289
Minimum60000
Maximum536067
Zeros0
Zeros (%)0.0%
Memory size8.3 KiB

Quantile statistics

Minimum60000
5-th percentile158413
Q1198467
median224920
Q3261427
95-th percentile333120
Maximum536067
Range476067
Interquartile range (IQR)62960

Descriptive statistics

Standard deviation58410.45825
Coefficient of variation (CV)0.2490873771
Kurtosis4.641207584
Mean234497.8655
Median Absolute Deviation (MAD)31813
Skewness1.512877228
Sum244112278
Variance3411781633
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
22977330.3%
 
21120030.3%
 
26377320.2%
 
20117320.2%
 
29302720.2%
 
25518720.2%
 
25882720.2%
 
16902720.2%
 
35436020.2%
 
23736020.2%
 
27360020.2%
 
25993320.2%
 
19476020.2%
 
24657320.2%
 
23253320.2%
 
26450420.2%
 
26142720.2%
 
19180020.2%
 
22484020.2%
 
21940020.2%
 
30833320.2%
 
19365320.2%
 
30192020.2%
 
24738520.2%
 
23842720.2%
 
Other values (969)98995.0%
 
ValueCountFrequency (%) 
6000010.1%
 
11121010.1%
 
11897310.1%
 
12024010.1%
 
12116010.1%
 
12450010.1%
 
12642910.1%
 
12830710.1%
 
13230310.1%
 
13394710.1%
 
ValueCountFrequency (%) 
53606710.1%
 
52406710.1%
 
51140010.1%
 
50820010.1%
 
50622710.1%
 
50260010.1%
 
49340010.1%
 
48501810.1%
 
48414710.1%
 
48213310.1%
 

time_signature
Categorical

Distinct count4
Unique (%)0.4%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
4
988
3
 
37
5
 
11
1
 
5
ValueCountFrequency (%) 
498894.9%
 
3373.6%
 
5111.1%
 
150.5%
 

Length

Max length1
Median length1
Mean length1
Min length1

Overview of Unicode Properties

Unique unicode characters4
Unique unicode categories (?)1
Unique unicode scripts (?)1
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
498894.9%
 
3373.6%
 
5111.1%
 
150.5%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number1041100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
498894.9%
 
3373.6%
 
5111.1%
 
150.5%
 

Most occurring scripts

ValueCountFrequency (%) 
Common1041100.0%
 

Most frequent Common characters

ValueCountFrequency (%) 
498894.9%
 
3373.6%
 
5111.1%
 
150.5%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII1041100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
498894.9%
 
3373.6%
 
5111.1%
 
150.5%
 

song_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count980
Unique (%)94.1%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
Bodies
 
3
Glycerine
 
3
Cherry Bomb
 
2
Nothin' But A Good Time - Remastered 2006
 
2
Girlfriend
 
2
Other values (975)
1029
ValueCountFrequency (%) 
Bodies30.3%
 
Glycerine30.3%
 
Cherry Bomb20.2%
 
Nothin' But A Good Time - Remastered 200620.2%
 
Girlfriend20.2%
 
Talking Body20.2%
 
Can't Be Saved20.2%
 
Beautiful Day20.2%
 
Story of My Life20.2%
 
Sex on Fire20.2%
 
We're Not Gonna Take It20.2%
 
It's Time20.2%
 
Rock And Roll All Nite20.2%
 
Sail20.2%
 
Home20.2%
 
Love Someone20.2%
 
Mississippi Queen20.2%
 
Rebel Yell20.2%
 
With You20.2%
 
I Kissed A Girl20.2%
 
Everytime20.2%
 
Unsung20.2%
 
Mirrors20.2%
 
Thunder Kiss '6520.2%
 
Santeria20.2%
 
Other values (955)98995.0%
 

Length

Max length99
Median length14
Mean length16.61095101
Min length2

Overview of Unicode Properties

Unique unicode characters85
Unique unicode categories (?)12
Unique unicode scripts (?)5
Unique unicode blocks (?)6
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
227013.1%
 
e17169.9%
 
o9815.7%
 
a9475.5%
 
i8374.8%
 
n8084.7%
 
t7944.6%
 
r7414.3%
 
l5753.3%
 
s5213.0%
 
h4392.5%
 
u3842.2%
 
d3532.0%
 
m3171.8%
 
y2841.6%
 
T2721.6%
 
S2551.5%
 
g2381.4%
 
R2331.3%
 
c2071.2%
 
B2001.2%
 
k1971.1%
 
I1821.1%
 
L1821.1%
 
A1791.0%
 
Other values (60)318018.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter1108464.1%
 
Uppercase Letter312418.1%
 
Space Separator227013.1%
 
Other Punctuation2551.5%
 
Decimal Number2321.3%
 
Dash Punctuation1280.7%
 
Open Punctuation950.5%
 
Close Punctuation950.5%
 
Currency Symbol3< 0.1%
 
Other Letter3< 0.1%
 
Final Punctuation2< 0.1%
 
Math Symbol1< 0.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
T2728.7%
 
S2558.2%
 
R2337.5%
 
B2006.4%
 
I1825.8%
 
L1825.8%
 
A1795.7%
 
M1775.7%
 
W1625.2%
 
C1575.0%
 
D1504.8%
 
F1213.9%
 
H1203.8%
 
O1133.6%
 
G1123.6%
 
N1073.4%
 
Y993.2%
 
E712.3%
 
P692.2%
 
U441.4%
 
K401.3%
 
J391.2%
 
V230.7%
 
Z70.2%
 
X70.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e171615.5%
 
o9818.9%
 
a9478.5%
 
i8377.6%
 
n8087.3%
 
t7947.2%
 
r7416.7%
 
l5755.2%
 
s5214.7%
 
h4394.0%
 
u3843.5%
 
d3533.2%
 
m3172.9%
 
y2842.6%
 
g2382.1%
 
c2071.9%
 
k1971.8%
 
f1751.6%
 
v1431.3%
 
p1281.2%
 
w1191.1%
 
b910.8%
 
x500.5%
 
z260.2%
 
j80.1%
 
Other values (2)5< 0.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
2270100.0%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-128100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
07331.5%
 
25322.8%
 
13314.2%
 
92611.2%
 
6104.3%
 
783.4%
 
883.4%
 
583.4%
 
362.6%
 
452.2%
 
10.4%
 
10.4%
 

Most frequent Open Punctuation characters

ValueCountFrequency (%) 
(8993.7%
 
[66.3%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
'9537.3%
 
.9236.1%
 
,187.1%
 
"124.7%
 
&124.7%
 
?103.9%
 
/103.9%
 
!31.2%
 
:31.2%
 

Most frequent Close Punctuation characters

ValueCountFrequency (%) 
)8993.7%
 
]66.3%
 

Most frequent Final Punctuation characters

ValueCountFrequency (%) 
2100.0%
 

Most frequent Currency Symbol characters

ValueCountFrequency (%) 
$3100.0%
 

Most frequent Math Symbol characters

ValueCountFrequency (%) 
=1100.0%
 

Most frequent Other Letter characters

ValueCountFrequency (%) 
266.7%
 
133.3%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin1420882.2%
 
Common307917.8%
 
Oriya2< 0.1%
 
Kannada2< 0.1%
 
Han1< 0.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e171612.1%
 
o9816.9%
 
a9476.7%
 
i8375.9%
 
n8085.7%
 
t7945.6%
 
r7415.2%
 
l5754.0%
 
s5213.7%
 
h4393.1%
 
u3842.7%
 
d3532.5%
 
m3172.2%
 
y2842.0%
 
T2721.9%
 
S2551.8%
 
g2381.7%
 
R2331.6%
 
c2071.5%
 
B2001.4%
 
k1971.4%
 
I1821.3%
 
L1821.3%
 
A1791.3%
 
M1771.2%
 
Other values (28)218915.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
227073.7%
 
-1284.2%
 
'953.1%
 
.923.0%
 
(892.9%
 
)892.9%
 
0732.4%
 
2531.7%
 
1331.1%
 
9260.8%
 
,180.6%
 
"120.4%
 
&120.4%
 
6100.3%
 
?100.3%
 
/100.3%
 
780.3%
 
880.3%
 
580.3%
 
[60.2%
 
]60.2%
 
360.2%
 
450.2%
 
!30.1%
 
$30.1%
 
Other values (3)60.2%
 

Most frequent Oriya characters

ValueCountFrequency (%) 
150.0%
 
150.0%
 

Most frequent Kannada characters

ValueCountFrequency (%) 
2100.0%
 

Most frequent Han characters

ValueCountFrequency (%) 
1100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII17284> 99.9%
 
Punctuation2< 0.1%
 
Oriya2< 0.1%
 
Kannada2< 0.1%
 
None1< 0.1%
 
CJK1< 0.1%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
227013.1%
 
e17169.9%
 
o9815.7%
 
a9475.5%
 
i8374.8%
 
n8084.7%
 
t7944.6%
 
r7414.3%
 
l5753.3%
 
s5213.0%
 
h4392.5%
 
u3842.2%
 
d3532.0%
 
m3171.8%
 
y2841.6%
 
T2721.6%
 
S2551.5%
 
g2381.4%
 
R2331.3%
 
c2071.2%
 
B2001.2%
 
k1971.1%
 
I1821.1%
 
L1821.1%
 
A1791.0%
 
Other values (54)317218.4%
 

Most frequent Punctuation characters

ValueCountFrequency (%) 
2100.0%
 

Most frequent None characters

ValueCountFrequency (%) 
ë1100.0%
 

Most frequent Oriya characters

ValueCountFrequency (%) 
150.0%
 
150.0%
 

Most frequent Kannada characters

ValueCountFrequency (%) 
2100.0%
 

Most frequent CJK characters

ValueCountFrequency (%) 
1100.0%
 

artist
Categorical

HIGH CARDINALITY

Distinct count651
Unique (%)62.5%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
Taylor Swift
 
13
Coldplay
 
12
Katy Perry
 
9
Nirvana
 
9
Ed Sheeran
 
9
Other values (646)
989
ValueCountFrequency (%) 
Taylor Swift131.2%
 
Coldplay121.2%
 
Katy Perry90.9%
 
Nirvana90.9%
 
Ed Sheeran90.9%
 
Rihanna80.8%
 
John Mayer80.8%
 
U280.8%
 
Adele70.7%
 
Aerosmith70.7%
 
Bruno Mars70.7%
 
The Rolling Stones70.7%
 
Sam Smith60.6%
 
Imagine Dragons60.6%
 
Beastie Boys60.6%
 
Foo Fighters60.6%
 
Led Zeppelin60.6%
 
Maroon 550.5%
 
Guns N' Roses50.5%
 
Depeche Mode50.5%
 
Mötley Crüe50.5%
 
Green Day50.5%
 
Beyoncé50.5%
 
Fergie50.5%
 
Kings of Leon50.5%
 
Other values (626)86783.3%
 

Length

Max length28
Median length10
Mean length10.48318924
Min length2

Overview of Unicode Properties

Unique unicode characters77
Unique unicode categories (?)7
Unique unicode scripts (?)2
Unique unicode blocks (?)2
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
e10579.7%
 
8708.0%
 
a7817.2%
 
i6245.7%
 
o6105.6%
 
n5875.4%
 
r5645.2%
 
l5154.7%
 
s4494.1%
 
t3973.6%
 
h3713.4%
 
d2272.1%
 
u2182.0%
 
y2172.0%
 
S2101.9%
 
T2051.9%
 
g1691.5%
 
m1651.5%
 
c1581.4%
 
M1511.4%
 
B1491.4%
 
C1411.3%
 
D1351.2%
 
p1311.2%
 
A1211.1%
 
Other values (52)169115.5%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter775371.0%
 
Uppercase Letter217319.9%
 
Space Separator8708.0%
 
Other Punctuation560.5%
 
Decimal Number430.4%
 
Dash Punctuation150.1%
 
Math Symbol3< 0.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
S2109.7%
 
T2059.4%
 
M1516.9%
 
B1496.9%
 
C1416.5%
 
D1356.2%
 
A1215.6%
 
P1024.7%
 
L984.5%
 
R894.1%
 
G894.1%
 
E803.7%
 
F773.5%
 
N703.2%
 
J653.0%
 
K602.8%
 
O552.5%
 
H542.5%
 
W532.4%
 
I492.3%
 
Y301.4%
 
V301.4%
 
Z291.3%
 
U190.9%
 
X60.3%
 
Other values (3)60.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e105713.6%
 
a78110.1%
 
i6248.0%
 
o6107.9%
 
n5877.6%
 
r5647.3%
 
l5156.6%
 
s4495.8%
 
t3975.1%
 
h3714.8%
 
d2272.9%
 
u2182.8%
 
y2172.8%
 
g1692.2%
 
m1652.1%
 
c1582.0%
 
p1311.7%
 
k1191.5%
 
v871.1%
 
b751.0%
 
f710.9%
 
w630.8%
 
z400.5%
 
x200.3%
 
j90.1%
 
Other values (6)290.4%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
870100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
21330.2%
 
5818.6%
 
1818.6%
 
349.3%
 
849.3%
 
924.7%
 
724.7%
 
612.3%
 
412.3%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.2544.6%
 
&1221.4%
 
'916.1%
 
!58.9%
 
/35.4%
 
*23.6%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-15100.0%
 

Most frequent Math Symbol characters

ValueCountFrequency (%) 
+3100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin992691.0%
 
Common9879.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e105710.6%
 
a7817.9%
 
i6246.3%
 
o6106.1%
 
n5875.9%
 
r5645.7%
 
l5155.2%
 
s4494.5%
 
t3974.0%
 
h3713.7%
 
d2272.3%
 
u2182.2%
 
y2172.2%
 
S2102.1%
 
T2052.1%
 
g1691.7%
 
m1651.7%
 
c1581.6%
 
M1511.5%
 
B1491.5%
 
C1411.4%
 
D1351.4%
 
p1311.3%
 
A1211.2%
 
k1191.2%
 
Other values (34)145514.7%
 

Most frequent Common characters

ValueCountFrequency (%) 
87088.1%
 
.252.5%
 
-151.5%
 
2131.3%
 
&121.2%
 
'90.9%
 
580.8%
 
180.8%
 
!50.5%
 
340.4%
 
840.4%
 
/30.3%
 
+30.3%
 
*20.2%
 
920.2%
 
720.2%
 
610.1%
 
410.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII1088599.7%
 
None280.3%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
e10579.7%
 
8708.0%
 
a7817.2%
 
i6245.7%
 
o6105.6%
 
n5875.4%
 
r5645.2%
 
l5154.7%
 
s4494.1%
 
t3973.6%
 
h3713.4%
 
d2272.1%
 
u2182.0%
 
y2172.0%
 
S2101.9%
 
T2051.9%
 
g1691.6%
 
m1651.5%
 
c1581.5%
 
M1511.4%
 
B1491.4%
 
C1411.3%
 
D1351.2%
 
p1311.2%
 
A1211.1%
 
Other values (45)166315.3%
 

Most frequent None characters

ValueCountFrequency (%) 
ö932.1%
 
é828.6%
 
ü517.9%
 
ø27.1%
 
Ö27.1%
 
Ø13.6%
 
ë13.6%
 

target
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size8.3 KiB
0
1041
ValueCountFrequency (%) 
01041100.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

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Last rows

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10400.4980.51511-11.98500.03950.0936000.0000000.10000.616127.761audio_features1lYrQMOKriB4javZheTFNtspotify:track:1lYrQMOKriB4javZheTFNthttps://api.spotify.com/v1/tracks/1lYrQMOKriB4javZheTFNthttps://api.spotify.com/v1/audio-analysis/1lYrQMOKriB4javZheTFNt1878934No More Mr. Nice GuyAlice Cooper0